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Graduate School of AI Semiconductor, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea, PIM Semiconductor Design Research Center (AI-PIM), Daejeon, South Korea
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Unlock 6.6x faster and 4.4x more energy-efficient on-premise MoE serving with a hardware-software co-design that turns MoE's memory bottleneck into a strength.
Achieving 27.4 TOPS/W energy efficiency for 4-bit inference, LightRot redefines the benchmarks for low-bit large language models.
